Agent Architecture

53 summarised stories about Agent Architecture, each linking back to the original source. Browse all topics →

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Friday, 4 September 2026

Designing lifecycle policies for AgentCore memory

Amazon Web Services 2 days ago 6 ● 4 sources

Amazon Bedrock AgentCore memory lifecycle management was introduced to prevent long-running agents from accumulating outdated memories that can hurt answer quality and compliance. The workflow runs nightly and uses a default 90-day TTL for episodic memories. It adds configurable scoring, consolidation via Amazon Bedrock, and pruning (with CloudTrail-based access tracking) so memories are expired, merged, or deleted over time.

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TLDRocket 7 September 2026

AI’s day-to-day momentum is showing up less in flashy demos and more in the boring machinery: models you can ship, permissions you can trust, and software that plugs into real systems. IFM (MBZUAI’s Institute of Foundation Models) released K2 Horizon, a set of six Apache 2.0 open models ranging from 0.9B to 375B-A23B, trained on roughly 20 trillion tokens. The release also comes with a rare kind of accountability artifact: IFM says an audit of its own benchmark runs removed 24 trials across 10 tasks, nudging reported accuracy from 70.2% down to 66.9%. In other words, the paper trail is part of the product now.

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Agent Architecture

Key players

Friday, 4 September 2026

Designing lifecycle policies for AgentCore memory

Every AI story that matters, in your inbox by 8am.

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